Markov neighborhood regression for statistical inference of high‐dimensional generalized linear models
Sign Up to like & getrecommendations! Published in 2022 at "Statistics in Medicine"
DOI: 10.1002/sim.9493
Abstract: High‐dimensional inference is one of fundamental problems in modern biomedical studies. However, the existing methods do not perform satisfactorily. Based on the Markov property of graphical models and the likelihood ratio test, this article provides… read more here.
Keywords: neighborhood regression; markov neighborhood; high dimensional; inference ... See more keywords
An adaptive anchored neighborhood regression method for medical image enhancement
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DOI: 10.1007/s11042-019-08353-y
Abstract: Chinese Government has launched ambitious healthcare reform aiming to provide better healthcare services for both urban and rural residents via remote diagnosis. Recently, the requirement of high-resolution (HR) images becomes more urgent in the medical… read more here.
Keywords: neighborhood regression; medical image; anchored neighborhood; image enhancement ... See more keywords
Partially supervised anchored neighborhood regression for image super-resolution through FoE features
Sign Up to like & getrecommendations! Published in 2018 at "Neurocomputing"
DOI: 10.1016/j.neucom.2017.11.015
Abstract: Abstract Recently, the anchored neighborhood regression (ANR) and the adjusted anchored neighborhood regression(A + ) have shown the state-of-the-art performance in image super-resolution (SR). However, ANR and A + only learn one group of anchors and regressors for the… read more here.
Keywords: neighborhood regression; anchored neighborhood; super resolution; image super ... See more keywords